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Determinants of penetrance and variable expressivity in monogenic metabolic conditions across 77,184 exomes

Author

Listed:
  • Julia K. Goodrich

    (Broad Institute of MIT and Harvard)

  • Moriel Singer-Berk

    (Broad Institute of MIT and Harvard)

  • Rachel Son

    (Broad Institute of MIT and Harvard)

  • Abigail Sveden

    (Broad Institute of MIT and Harvard)

  • Jordan Wood

    (Broad Institute of MIT and Harvard)

  • Eleina England

    (Broad Institute of MIT and Harvard)

  • Joanne B. Cole

    (Broad Institute of MIT and Harvard)

  • Ben Weisburd

    (Broad Institute of MIT and Harvard)

  • Nick Watts

    (Broad Institute of MIT and Harvard)

  • Lizz Caulkins

    (Broad Institute of MIT and Harvard)

  • Peter Dornbos

    (Broad Institute of MIT and Harvard)

  • Ryan Koesterer

    (Broad Institute of MIT and Harvard)

  • Zachary Zappala

    (Broad Institute of MIT and Harvard)

  • Haichen Zhang

    (University of Maryland Baltimore)

  • Kristin A. Maloney

    (University of Maryland Baltimore)

  • Andy Dahl

    (UCLA)

  • Carlos A. Aguilar-Salinas

    (Instituto Nacional de Ciencias Medicas y Nutricion)

  • Gil Atzmon

    (Albert Einstein College of Medicine
    University of Haifa
    Albert Einstein College of Medicine)

  • Francisco Barajas-Olmos

    (Instituto Nacional de Medicina Genómica)

  • Nir Barzilai

    (Albert Einstein College of Medicine
    Albert Einstein College of Medicine)

  • John Blangero

    (University of Texas Rio Grande Valley)

  • Eric Boerwinkle

    (The University of Texas Health Science Center at Houston
    Baylor College of Medicine)

  • Lori L. Bonnycastle

    (National Institutes of Health)

  • Erwin Bottinger

    (Icahn School of Medicine at Mount Sinai)

  • Donald W. Bowden

    (Wake Forest School of Medicine
    Wake Forest School of Medicine
    Wake Forest School of Medicine)

  • Federico Centeno-Cruz

    (Instituto Nacional de Medicina Genómica)

  • John C. Chambers

    (Imperial College London
    Nanyang Technological University)

  • Nathalie Chami

    (Icahn School of Medicine at Mount Sinai
    Ichan School of Medicine at Mount Sinai)

  • Edmund Chan

    (National University of Singapore and National University Health System)

  • Juliana Chan

    (The Chinese University of Hong Kong
    The Chinese University of Hong Kong
    The Chinese University of Hong Kong
    The Chinese University of Hong Kong)

  • Ching-Yu Cheng

    (Singapore National Eye Centre
    National University of Singapore and National University Health System
    Duke-NUS Medical School)

  • Yoon Shin Cho

    (Hallym University)

  • Cecilia Contreras-Cubas

    (Instituto Nacional de Medicina Genómica)

  • Emilio Córdova

    (Instituto Nacional de Medicina Genómica)

  • Adolfo Correa

    (University of Mississippi Medical Center)

  • Ralph A. DeFronzo

    (University of Texas Health San Antonio (aka University of Texas Health Science Center at San Antonio))

  • Ravindranath Duggirala

    (University of Texas Rio Grande Valley)

  • Josée Dupuis

    (Boston University School of Public Health)

  • Ma Eugenia Garay-Sevilla

    (University of Guanjuato. Campus León. León)

  • Humberto García-Ortiz

    (Instituto Nacional de Medicina Genómica)

  • Christian Gieger

    (German Research Center for Environmental Health
    German Research Center for Environmental Health
    German Center for Diabetes Research (DZD))

  • Benjamin Glaser

    (Hadassah-Hebrew University Medical Center)

  • Clicerio González-Villalpando

    (Unidad de Investigacion en Diabetes y Riesgo Cardiovascular, Instituto Nacional de Salud Publica)

  • Ma Elena Gonzalez

    (Centro de Estudios en Diabetes)

  • Niels Grarup

    (University of Copenhagen)

  • Leif Groop

    (Lund University Diabetes Centre
    University of Helsinki)

  • Myron Gross

    (University of Minnesota)

  • Christopher Haiman

    (Keck School of Medicine of USC)

  • Sohee Han

    (National Institute of Health)

  • Craig L. Hanis

    (The University of Texas Health Science Center at Houston)

  • Torben Hansen

    (University of Copenhagen)

  • Nancy L. Heard-Costa

    (Boston University and National Heart Lung and Blood Institute’s Framingham Heart Study
    Boston University School of Medicine)

  • Brian E. Henderson

    (Keck School of Medicine of USC)

  • Juan Manuel Malacara Hernandez

    (University of Guanjuato. Campus León. León)

  • Mi Yeong Hwang

    (National Institute of Health)

  • Sergio Islas-Andrade

    (Instituto Nacional de Medicina Genómica)

  • Marit E. Jørgensen

    (Steno Diabetes Center Copenhagen
    National Institute of Public Health, University of Southern Denmark
    University of Greenland)

  • Hyun Min Kang

    (University of Michigan)

  • Bong-Jo Kim

    (National Institute of Health)

  • Young Jin Kim

    (National Institute of Health)

  • Heikki A. Koistinen

    (Finnish Institute for Health and Welfare
    Helsinki University Central Hospital
    Minerva Foundation Institute for Medical Research)

  • Jaspal Singh Kooner

    (London North West Healthcare NHS Trust
    Imperial College London
    Imperial College London
    Imperial College London)

  • Johanna Kuusisto

    (University of Eastern Finland and Kuopio University Hospital)

  • Soo-Heon Kwak

    (Seoul National University Hospital)

  • Markku Laakso

    (University of Eastern Finland and Kuopio University Hospital)

  • Leslie Lange

    (University of Colorado Denver, Anschutz Medical Campus)

  • Jong-Young Lee

    (Oneomics Soonchunhyang Mirae Medical Center)

  • Juyoung Lee

    (National Institute of Health)

  • Donna M. Lehman

    (University of Texas Health San Antonio (aka University of Texas Health Science Center at San Antonio))

  • Allan Linneberg

    (University of Copenhagen
    Bispebjerg and Frederiksberg Hospital
    Department of Clinical Experimental Research)

  • Jianjun Liu

    (National University of Singapore and National University Health System
    National University of Singapore and National University Health System
    Genome Institute of Singapore, Agency for Science Technology and Research)

  • Ruth J. F. Loos

    (Icahn School of Medicine at Mount Sinai
    Ichan School of Medicine at Mount Sinai)

  • Valeriya Lyssenko

    (Centro de Estudios en Diabetes
    University of Bergen)

  • Ronald C. W. Ma

    (The Chinese University of Hong Kong
    The Chinese University of Hong Kong
    The Chinese University of Hong Kong
    The Chinese University of Hong Kong)

  • Angélica Martínez-Hernández

    (Instituto Nacional de Medicina Genómica)

  • James B. Meigs

    (Broad Institute of MIT and Harvard
    Harvard Medical School
    Massachusetts General Hospital)

  • Thomas Meitinger

    (Technical University of Munich
    German Centre for Cardiovascular Research (DZHK), Partner Site Munich Heart Alliance)

  • Elvia Mendoza-Caamal

    (Instituto Nacional de Medicina Genómica)

  • Karen L. Mohlke

    (University of North Carolina Chapel Hill)

  • Andrew D. Morris

    (University of Oxford
    University of Liverpool)

  • Alanna C. Morrison

    (The University of Texas Health Science Center at Houston)

  • Maggie C. Y. Ng

    (Wake Forest School of Medicine
    Wake Forest School of Medicine
    Wake Forest School of Medicine)

  • Peter M. Nilsson

    (Lund University)

  • Christopher J. O’Donnell

    (Harvard Medical School
    VA Boston Healthcare
    Brigham and Women’s Hospital
    National Heart Lung and Blood Institute, NIH)

  • Lorena Orozco

    (Instituto Nacional de Medicina Genómica)

  • Colin N. A. Palmer

    (University of Dundee)

  • Kyong Soo Park

    (Seoul National University Hospital
    Seoul National University College of Medicine
    Seoul National University)

  • Wendy S. Post

    (Johns Hopkins University)

  • Oluf Pedersen

    (University of Copenhagen)

  • Michael Preuss

    (Icahn School of Medicine at Mount Sinai)

  • Bruce M. Psaty

    (University of Washington
    Kaiser Permanente Washington Research Institute)

  • Alexander P. Reiner

    (Fred Hutchinson Cancer Research Center)

  • Cristina Revilla-Monsalve

    (Instituto Nacional de Medicina Genómica)

  • Stephen S. Rich

    (University of Virginia School of Medicine)

  • Jerome I. Rotter

    (The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation (formerly Los Angeles Biomedical Research Institute) at Harbor-UCLA Medical Center)

  • Danish Saleheen

    (University of Pennsylvania
    University of Pennsylvania
    Center for Non-Communicable Diseases)

  • Claudia Schurmann

    (Icahn School of Medicine at Mount Sinai
    University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3
    Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place)

  • Xueling Sim

    (National University of Singapore and National University Health System)

  • Rob Sladek

    (McGill University
    McGill University
    McGill University and Génome Québec Innovation Centre)

  • Kerrin S. Small

    (King’s College London)

  • Wing Yee So

    (The Chinese University of Hong Kong
    The Chinese University of Hong Kong
    The Chinese University of Hong Kong)

  • Timothy D. Spector

    (King’s College London)

  • Konstantin Strauch

    (German Research Center for Environmental Health
    Ludwig-Maximilians University)

  • Tim M. Strom

    (Technical University of Munich
    German Research Center for Environmental Health)

  • E. Shyong Tai

    (National University of Singapore and National University Health System
    Duke-NUS Medical School
    National University of Singapore and National University Health System)

  • Claudia H. T. Tam

    (The Chinese University of Hong Kong
    The Chinese University of Hong Kong
    The Chinese University of Hong Kong)

  • Yik Ying Teo

    (National University of Singapore and National University Health System
    National University of Singapore
    National University of Singapore)

  • Farook Thameem

    (Kuwait University)

  • Brian Tomlinson

    (Macau University of Science & Technology)

  • Russell P. Tracy

    (University of Vermont
    University of Vermont)

  • Tiinamaija Tuomi

    (Lund University Diabetes Centre
    University of Helsinki
    Folkhälsan Research Centre
    Helsinki University Hospital)

  • Jaakko Tuomilehto

    (Finnish Institute for Health and Welfare
    University of Helsinki
    King Abdulaziz University
    Instituto de Salud Carlos III)

  • Teresa Tusié-Luna

    (Unidad de Biología Molecular y Medicina Genómica, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán
    UNAM)

  • Rob M. Dam

    (National University of Singapore and National University Health System
    National University of Singapore and National University Health System
    Harvard School of Public Health)

  • Ramachandran S. Vasan

    (Boston University and National Heart Lung and Blood Institute’s Framingham Heart Study
    Boston University School of Public health)

  • James G. Wilson

    (University of Mississippi Medical Center)

  • Daniel R. Witte

    (Aarhus University
    Danish Diabetes Academy)

  • Tien-Yin Wong

    (Singapore National Eye Centre
    National University of Singapore and National University Health System
    Duke-NUS Medical School)

  • Noël P. Burtt

    (Broad Institute of MIT and Harvard)

  • Noah Zaitlen

    (UCLA)

  • Mark I. McCarthy

    (University of Oxford
    University of Oxford
    Genentech)

  • Michael Boehnke

    (University of Michigan)

  • Toni I. Pollin

    (University of Maryland Baltimore)

  • Jason Flannick

    (Broad Institute of MIT and Harvard
    Boston Children’s Hospital, Boston
    Harvard Medical School)

  • Josep M. Mercader

    (Broad Institute of MIT and Harvard
    Massachusetts General Hospital
    Harvard Medical School)

  • Anne O’Donnell-Luria

    (Broad Institute of MIT and Harvard
    Boston Children’s Hospital, Boston
    Harvard Medical School)

  • Samantha Baxter

    (Broad Institute of MIT and Harvard)

  • Jose C. Florez

    (Broad Institute of MIT and Harvard
    Massachusetts General Hospital
    Harvard Medical School)

  • Daniel G. MacArthur

    (Broad Institute of MIT and Harvard
    UNSW Sydney
    Murdoch Children’s Research Institute)

  • Miriam S. Udler

    (Broad Institute of MIT and Harvard
    Massachusetts General Hospital
    Harvard Medical School)

Abstract

Hundreds of thousands of genetic variants have been reported to cause severe monogenic diseases, but the probability that a variant carrier develops the disease (termed penetrance) is unknown for virtually all of them. Additionally, the clinical utility of common polygenetic variation remains uncertain. Using exome sequencing from 77,184 adult individuals (38,618 multi-ancestral individuals from a type 2 diabetes case-control study and 38,566 participants from the UK Biobank, for whom genotype array data were also available), we apply clinical standard-of-care gene variant curation for eight monogenic metabolic conditions. Rare variants causing monogenic diabetes and dyslipidemias display effect sizes significantly larger than the top 1% of the corresponding polygenic scores. Nevertheless, penetrance estimates for monogenic variant carriers average 60% or lower for most conditions. We assess epidemiologic and genetic factors contributing to risk prediction in monogenic variant carriers, demonstrating that inclusion of polygenic variation significantly improves biomarker estimation for two monogenic dyslipidemias.

Suggested Citation

  • Julia K. Goodrich & Moriel Singer-Berk & Rachel Son & Abigail Sveden & Jordan Wood & Eleina England & Joanne B. Cole & Ben Weisburd & Nick Watts & Lizz Caulkins & Peter Dornbos & Ryan Koesterer & Zach, 2021. "Determinants of penetrance and variable expressivity in monogenic metabolic conditions across 77,184 exomes," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-23556-4
    DOI: 10.1038/s41467-021-23556-4
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    Cited by:

    1. David R. Blair & Thomas J. Hoffmann & Joseph T. Shieh, 2022. "Common genetic variation associated with Mendelian disease severity revealed through cryptic phenotype analysis," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    2. Lucas Alvizi & Diogo Nani & Luciano Abreu Brito & Gerson Shigeru Kobayashi & Maria Rita Passos-Bueno & Roberto Mayor, 2023. "Neural crest E-cadherin loss drives cleft lip/palate by epigenetic modulation via pro-inflammatory gene–environment interaction," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    3. Craig Smail & Bing Ge & Marissa R. Keever-Keigher & Carl Schwendinger-Schreck & Warren A. Cheung & Jeffrey J. Johnston & Cassandra Barrett & Keith Feldman & Ana S. A. Cohen & Emily G. Farrow & Isabell, 2024. "Complex trait associations in rare diseases and impacts on Mendelian variant interpretation," Nature Communications, Nature, vol. 15(1), pages 1-11, December.

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